> ## Documentation Index
> Fetch the complete documentation index at: https://docs.memmachine.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Install Guide Resources

> Your Home for Install Guide and Model specific Configuration Instructions

MemMachine offers flexible installation options to meet diverse development needs. Choose the method that best fits your environment, whether you are starting fresh or integrating with specific AI backends.

## Standard Installation

Access the main guide for installing MemMachine using the preferred methods:

<Columns cols={2}>
  <Card title="Using PIP or Source" icon="file-image" href="/install_guide/install_guide">
    **Quickest Start for Most Developers.** The simplest, one-line setup using Python's package manager. **Recommended for all users** integrating MemMachine into an existing project.
  </Card>

  <Card title="Configure Wizard Guide" icon="hat-wizard" href="/install_guide/configure_wizard">
    **Configuration wizard for manual installation** A detailed guide for using a Wizard to assist with MemMachine Configuration. **Ideal for contributors** and active development.
  </Card>
</Columns>

## Cloud Deployments

Deploy MemMachine to your preferred infrastructure using our verified orchestration templates and containerized workflows:

<CardGroup cols={2}>
  <Card title="AWS CloudFormation" icon="aws" href="/install_guide/cloud_deploy/aws_cloudformation">
    **Automate Your AWS Infrastructure.** Deploy a full MemMachine stack into your VPC using our CloudFormation template. This setup orchestrates EC2, networking, and storage for a production-ready environment.
  </Card>

  <Card title="Helm Chart (Kubernetes)" icon="anchor" href="/install_guide/cloud_deploy/Helm_Chart">
    **Container Orchestration at Scale.** Use our official Helm chart to deploy MemMachine, PostgreSQL, and Neo4j into any Kubernetes cluster. Supports external database integration and fine-grained resource limits.
  </Card>
</CardGroup>

## Configurations

Find a **Quickstart Guide** and specific details for setting up MemMachine's backend with popular AI platforms:

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  <Card title="Using Ollama Models" icon="paw" href="/install_guide/config/ollama">
    **Self-Host Your AI Backend.** Instructions for configuring MemMachine to use Ollama for local, open-source LLM and embedding models, maximizing privacy and control.
  </Card>

  <Card title="Using AWS Bedrock" icon="aws" href="/install_guide/config/aws_bedrock">
    **Scale with AWS Managed Services.** Learn how to leverage AWS Bedrock's enterprise-ready models for reliable, high-volume memory management and processing.
  </Card>
</Columns>

## Integrations

Find specific configuration and integration details for using MemMachine in popular AI applications and workflows:

<Card title="OpenAI GPTStore" icon="openai" href="/install_guide/integrate/GPTStore" horizontal>
  **Persistent Memory for Custom GPTs.** Our most popular integration. Learn how to set up MemMachine as a **Custom Action** to furnish your GPTs with reliable, long-term memory and accurate user history.
</Card>

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  <Card title="OpenClaw" icon="terminal" href="/install_guide/integrate/openclaw">
    **Automated Agent Recall.** Ground your OpenClaw agents with persistent memory, auto-capture of exchanges, and CLI-based memory management.
  </Card>

  <Card title="LangChain" icon="link" href="/install_guide/integrate/LangChain">
    **Standard Framework Support.** Use MemMachine as a persistent `BaseMemory` backend for your chains, agents, and custom document loaders.
  </Card>

  <Card title="Claude Code and MCP" icon="star-of-life" href="/install_guide/integrate/claude_code_mcp">
    **Give Claude Real-Time Recall.** Configure the MemMachine Control Protocol (MCP) as a **Custom Tool** to provide Claude with persistent user profiles.
  </Card>

  <Card title="LangGraph" icon="circle-nodes" href="/install_guide/integrate/LangGraph">
    **Master State and Workflow.** A practical guide to integrating MemMachine into your graph chains for managing **complex agent handoffs**.
  </Card>

  <Card title="CrewAI" icon="people-group" href="/install_guide/integrate/crewai">
    **Empower Agent Squads.** Enable cross-agent knowledge sharing, user preference tracking, and context retention across multi-task workflows.
  </Card>

  <Card title="n8n" icon="diagram-project" href="/install_guide/integrate/n8n">
    **No-Code Memory for n8n.** Install our community nodes to give your n8n AI agents persistent recall and deep context windowing.
  </Card>

  <Card title="Dify" icon="rocket" href="/install_guide/integrate/dify">
    **Build State-of-the-Art LLM Apps.** Add MemMachine as a Custom Tool Provider in Dify for your self-hosted or cloud agents.
  </Card>

  <Card title="Google ADK" icon="google" href="/install_guide/integrate/Google_ADK">
    **Extend Google GenAI.** Integrate MemMachine as a `BaseMemoryService` to empower Gemini agents to recall past interactions.
  </Card>

  <Card title="LlamaIndex" icon="wand-magic-sparkles" href="/install_guide/integrate/LlamaIndex">
    **Data-Driven Memory.** Add persistent context to your LlamaIndex chat engines, enabling agents to recall user preferences across diverse data sources.
  </Card>
</Columns>